Most streamed Spotify Songs of 2023

Dataset statistics

Number of variables	23
Number of observations	32833
Missing cells	15
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.8 MiB
Average record size in memory	184.0 B

Variable types

Text	7
Numeric	12
DateTime	1
Categorical	3

Alerts

`track_popularity` has 2703 (8.2%) zeros	Zeros
`key` has 3454 (10.5%) zeros	Zeros
`instrumentalness` has 12089 (36.8%) zeros	Zeros

Reproduction

Analysis started	2024-01-26 18:19:54.682110
Analysis finished	2024-01-26 18:20:08.871435
Duration	14.19 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

track_id
Text

Distinct	28356
Distinct (%)	86.4%
Missing	0
Missing (%)	0.0%
Memory size	256.6 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	722326
Distinct characters	62
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	25190 ?
Unique (%)	76.7%

Sample

1st row	6f807x0ima9a1j3VPbc7VN
2nd row	0r7CVbZTWZgbTCYdfa2P31
3rd row	1z1Hg7Vb0AhHDiEmnDE79l
4th row	75FpbthrwQmzHlBJLuGdC7
5th row	1e8PAfcKUYoKkxPhrHqw4x

Value	Count	Frequency (%)
7bklcz1jbubvqri2fvltvw	10	< 0.1%
3eekarcy7kvn4yt5zfzltw	9	< 0.1%
14sos5l36385fj3ol8hew4	9	< 0.1%
0sf12qnh5qcw8qpgymfoqd	8	< 0.1%
0nbxyq5txypco7pr3n8s4i	8	< 0.1%
7lzouawgfcy4tkxdooneym	8	< 0.1%
7h0d2h0fumzbs7zefigjpn	8	< 0.1%
56amygjzxbo6p8v0wee9de	8	< 0.1%
6wri0lac5m1rw2mnx2zveg	8	< 0.1%
6gg1gjgki2ak4e0qzsr7sd	8	< 0.1%
Other values (28346)	32749	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	15445	2.1%
6	15375	2.1%
3	15304	2.1%
4	15295	2.1%
2	15212	2.1%
1	15190	2.1%
5	15170	2.1%
7	14649	2.0%
C	11345	1.6%
R	11338	1.6%
Other values (52)	578003	80.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	289659	40.1%
Uppercase Letter	288696	40.0%
Decimal Number	143971	19.9%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	11345	3.9%
R	11338	3.9%
F	11286	3.9%
K	11261	3.9%
O	11245	3.9%
Q	11244	3.9%
J	11221	3.9%
E	11201	3.9%
D	11151	3.9%
X	11140	3.9%
Other values (16)	176264	61.1%

Lowercase Letter

Value	Count	Frequency (%)
e	11326	3.9%
q	11300	3.9%
y	11293	3.9%
m	11275	3.9%
s	11235	3.9%
a	11227	3.9%
t	11221	3.9%
p	11212	3.9%
z	11205	3.9%
w	11189	3.9%
Other values (16)	177176	61.2%

Decimal Number

Value	Count	Frequency (%)
0	15445	10.7%
6	15375	10.7%
3	15304	10.6%
4	15295	10.6%
2	15212	10.6%
1	15190	10.6%
5	15170	10.5%
7	14649	10.2%
9	11194	7.8%
8	11137	7.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	578355	80.1%
Common	143971	19.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	11345	2.0%
R	11338	2.0%
e	11326	2.0%
q	11300	2.0%
y	11293	2.0%
F	11286	2.0%
m	11275	1.9%
K	11261	1.9%
O	11245	1.9%
Q	11244	1.9%
Other values (42)	465442	80.5%

Common

Value	Count	Frequency (%)
0	15445	10.7%
6	15375	10.7%
3	15304	10.6%
4	15295	10.6%
2	15212	10.6%
1	15190	10.6%
5	15170	10.5%
7	14649	10.2%
9	11194	7.8%
8	11137	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	722326	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15445	2.1%
6	15375	2.1%
3	15304	2.1%
4	15295	2.1%
2	15212	2.1%
1	15190	2.1%
5	15170	2.1%
7	14649	2.0%
C	11345	1.6%
R	11338	1.6%
Other values (52)	578003	80.0%

track_name
Text

Distinct	23449
Distinct (%)	71.4%
Missing	5
Missing (%)	< 0.1%
Memory size	256.6 KiB

Length

Max length	144
Median length	94
Mean length	17.379859
Min length	1

Characters and Unicode

Total characters	570546
Distinct characters	173
Distinct categories	19 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18468 ?
Unique (%)	56.3%

Sample

1st row	I Don't Care (with Justin Bieber) - Loud Luxury Remix
2nd row	Memories - Dillon Francis Remix
3rd row	All the Time - Don Diablo Remix
4th row	Call You Mine - Keanu Silva Remix
5th row	Someone You Loved - Future Humans Remix

Value	Count	Frequency (%)
	6154	5.6%
feat	2804	2.6%
the	2681	2.5%
remix	2108	1.9%
you	1880	1.7%
me	1629	1.5%
i	1163	1.1%
love	1135	1.0%
a	850	0.8%
to	845	0.8%
Other values (15635)	88156	80.6%

Most occurring characters

Value	Count	Frequency (%)
	76543	13.4%
e	51413	9.0%
a	34941	6.1%
o	33285	5.8%
i	30273	5.3%
t	25793	4.5%
n	25222	4.4%
r	22418	3.9%
l	17202	3.0%
s	16539	2.9%
Other values (163)	236917	41.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	358237	62.8%
Uppercase Letter	103412	18.1%
Space Separator	76570	13.4%
Other Punctuation	9602	1.7%
Dash Punctuation	5280	0.9%
Decimal Number	5045	0.9%
Open Punctuation	4480	0.8%
Close Punctuation	4479	0.8%
Control	1285	0.2%
Other Number	579	0.1%
Other values (9)	1577	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	51413	14.4%
a	34941	9.8%
o	33285	9.3%
i	30273	8.5%
t	25793	7.2%
n	25222	7.0%
r	22418	6.3%
l	17202	4.8%
s	16539	4.6%
u	12494	3.5%
Other values (29)	88657	24.7%

Uppercase Letter

Value	Count	Frequency (%)
S	7686	7.4%
M	7650	7.4%
T	7456	7.2%
R	7191	7.0%
L	6093	5.9%
A	5504	5.3%
B	5455	5.3%
D	5081	4.9%
I	4828	4.7%
C	4725	4.6%
Other values (23)	41743	40.4%

Control

Value	Count	Frequency (%)
	180	14.0%
	157	12.2%
	133	10.4%
	129	10.0%
	96	7.5%
	48	3.7%
	35	2.7%
	33	2.6%
	33	2.6%
	32	2.5%
Other values (22)	409	31.8%

Other Punctuation

Value	Count	Frequency (%)
.	3915	40.8%
'	2575	26.8%
&	1105	11.5%
,	731	7.6%
"	239	2.5%
¡	214	2.2%
/	172	1.8%
!	171	1.8%
?	168	1.7%
*	73	0.8%
Other values (9)	239	2.5%

Decimal Number

Value	Count	Frequency (%)
0	1330	26.4%
2	1159	23.0%
1	1017	20.2%
9	368	7.3%
3	275	5.5%
4	218	4.3%
5	197	3.9%
7	177	3.5%
8	156	3.1%
6	148	2.9%

Math Symbol

Value	Count	Frequency (%)
±	118	61.5%
+	33	17.2%
×	18	9.4%
¬	15	7.8%
~	5	2.6%
\|	2	1.0%
=	1	0.5%

Other Number

Value	Count	Frequency (%)
³	193	33.3%
¾	124	21.4%
¼	105	18.1%
½	89	15.4%
¹	36	6.2%
²	32	5.5%

Currency Symbol

Value	Count	Frequency (%)
$	89	42.4%
£	49	23.3%
¤	38	18.1%
¢	18	8.6%
¥	16	7.6%

Modifier Symbol

Value	Count	Frequency (%)
¸	88	45.4%
´	71	36.6%
¨	20	10.3%
¯	12	6.2%
`	3	1.5%

Other Symbol

Value	Count	Frequency (%)
©	261	53.5%
°	190	38.9%
®	22	4.5%
¦	15	3.1%

Space Separator

Value	Count	Frequency (%)
	76543	> 99.9%
	27	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	4330	96.7%
[	150	3.3%

Close Punctuation

Value	Count	Frequency (%)
)	4329	96.7%
]	150	3.3%

Other Letter

Value	Count	Frequency (%)
º	134	76.6%
ª	41	23.4%

Dash Punctuation

Value	Count	Frequency (%)
-	5280	100.0%

Format

Value	Count	Frequency (%)
	186	100.0%

Final Punctuation

Value	Count	Frequency (%)
»	65	100.0%

Initial Punctuation

Value	Count	Frequency (%)
«	65	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	461749	80.9%
Common	108797	19.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	76543	70.4%
-	5280	4.9%
(	4330	4.0%
)	4329	4.0%
.	3915	3.6%
'	2575	2.4%
0	1330	1.2%
2	1159	1.1%
&	1105	1.0%
1	1017	0.9%
Other values (90)	7214	6.6%

Latin

Value	Count	Frequency (%)
e	51413	11.1%
a	34941	7.6%
o	33285	7.2%
i	30273	6.6%
t	25793	5.6%
n	25222	5.5%
r	22418	4.9%
l	17202	3.7%
s	16539	3.6%
u	12494	2.7%
Other values (63)	192169	41.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	563570	98.8%
None	6976	1.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	76543	13.6%
e	51413	9.1%
a	34941	6.2%
o	33285	5.9%
i	30273	5.4%
t	25793	4.6%
n	25222	4.5%
r	22418	4.0%
l	17202	3.1%
s	16539	2.9%
Other values (79)	229941	40.8%

None

Value	Count	Frequency (%)
Ã	1300	18.6%
Ð	1039	14.9%
Ñ	347	5.0%
©	261	3.7%
ã	221	3.2%
¡	214	3.1%
³	193	2.8%
°	190	2.7%
	186	2.7%
	180	2.6%
Other values (74)	2845	40.8%

track_artist
Text

Distinct	10692
Distinct (%)	32.6%
Missing	5
Missing (%)	< 0.1%
Memory size	256.6 KiB

Length

Max length	69
Median length	43
Mean length	10.107804
Min length	2

Characters and Unicode

Total characters	331819
Distinct characters	163
Distinct categories	19 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6141 ?
Unique (%)	18.7%

Sample

1st row	Ed Sheeran
2nd row	Maroon 5
3rd row	Zara Larsson
4th row	The Chainsmokers
5th row	Lewis Capaldi

Value	Count	Frequency (%)
the	1774	3.0%
	778	1.3%
dj	236	0.4%
martin	229	0.4%
mike	221	0.4%
lil	218	0.4%
j	189	0.3%
david	178	0.3%
of	171	0.3%
garrix	162	0.3%
Other values (11596)	54183	92.9%

Most occurring characters

Value	Count	Frequency (%)
e	28721	8.7%
a	26552	8.0%
	25496	7.7%
i	19360	5.8%
n	18592	5.6%
o	18495	5.6%
r	16806	5.1%
l	13959	4.2%
s	12188	3.7%
t	11038	3.3%
Other values (153)	140612	42.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	229765	69.2%
Uppercase Letter	69508	20.9%
Space Separator	25510	7.7%
Other Punctuation	3061	0.9%
Decimal Number	1598	0.5%
Control	773	0.2%
Dash Punctuation	469	0.1%
Other Symbol	274	0.1%
Currency Symbol	259	0.1%
Other Number	176	0.1%
Other values (9)	426	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	28721	12.5%
a	26552	11.6%
i	19360	8.4%
n	18592	8.1%
o	18495	8.0%
r	16806	7.3%
l	13959	6.1%
s	12188	5.3%
t	11038	4.8%
h	8043	3.5%
Other values (25)	56011	24.4%

Uppercase Letter

Value	Count	Frequency (%)
S	5319	7.7%
M	5240	7.5%
T	4889	7.0%
C	4449	6.4%
B	4361	6.3%
A	4206	6.1%
D	4112	5.9%
L	3551	5.1%
R	3388	4.9%
J	3161	4.5%
Other values (22)	26832	38.6%

Control

Value	Count	Frequency (%)
	224	29.0%
	170	22.0%
	67	8.7%
	49	6.3%
	39	5.0%
	35	4.5%
	27	3.5%
	23	3.0%
	21	2.7%
	19	2.5%
Other values (21)	99	12.8%

Other Punctuation

Value	Count	Frequency (%)
.	1315	43.0%
&	788	25.7%
'	307	10.0%
!	163	5.3%
¡	146	4.8%
"	96	3.1%
¶	66	2.2%
/	61	2.0%
,	58	1.9%
:	25	0.8%
Other values (9)	36	1.2%

Decimal Number

Value	Count	Frequency (%)
2	305	19.1%
1	248	15.5%
5	207	13.0%
3	189	11.8%
0	143	8.9%
8	127	7.9%
4	120	7.5%
6	97	6.1%
9	85	5.3%
7	77	4.8%

Other Number

Value	Count	Frequency (%)
¼	61	34.7%
³	57	32.4%
½	26	14.8%
¹	16	9.1%
¾	14	8.0%
²	2	1.1%

Currency Symbol

Value	Count	Frequency (%)
$	148	57.1%
¤	72	27.8%
£	21	8.1%
¥	9	3.5%
¢	9	3.5%

Other Symbol

Value	Count	Frequency (%)
©	254	92.7%
°	12	4.4%
®	5	1.8%
¦	3	1.1%

Math Symbol

Value	Count	Frequency (%)
¬	51	47.2%
±	32	29.6%
+	21	19.4%
\|	4	3.7%

Modifier Symbol

Value	Count	Frequency (%)
¸	26	66.7%
¯	7	17.9%
´	3	7.7%
¨	3	7.7%

Space Separator

Value	Count	Frequency (%)
	25496	99.9%
	14	0.1%

Other Letter

Value	Count	Frequency (%)
ª	61	79.2%
º	16	20.8%

Close Punctuation

Value	Count	Frequency (%)
)	11	55.0%
]	9	45.0%

Open Punctuation

Value	Count	Frequency (%)
(	11	55.0%
[	9	45.0%

Dash Punctuation

Value	Count	Frequency (%)
-	469	100.0%

Initial Punctuation

Value	Count	Frequency (%)
«	79	100.0%

Format

Value	Count	Frequency (%)
	59	100.0%

Final Punctuation

Value	Count	Frequency (%)
»	18	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	299327	90.2%
Common	32492	9.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
	25496	78.5%
.	1315	4.0%
&	788	2.4%
-	469	1.4%
'	307	0.9%
2	305	0.9%
©	254	0.8%
1	248	0.8%
	224	0.7%
5	207	0.6%
Other values (85)	2879	8.9%

Latin

Value	Count	Frequency (%)
e	28721	9.6%
a	26552	8.9%
i	19360	6.5%
n	18592	6.2%
o	18495	6.2%
r	16806	5.6%
l	13959	4.7%
s	12188	4.1%
t	11038	3.7%
h	8043	2.7%
Other values (58)	125573	42.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	328334	98.9%
None	3485	1.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	28721	8.7%
a	26552	8.1%
	25496	7.8%
i	19360	5.9%
n	18592	5.7%
o	18495	5.6%
r	16806	5.1%
l	13959	4.3%
s	12188	3.7%
t	11038	3.4%
Other values (76)	137127	41.8%

None

Value	Count	Frequency (%)
Ã	895	25.7%
ã	365	10.5%
©	254	7.3%
	224	6.4%
	170	4.9%
¡	146	4.2%
Ð	137	3.9%
«	79	2.3%
¤	72	2.1%
	67	1.9%
Other values (67)	1076	30.9%

track_popularity
Real number (ℝ)

ZEROS

Distinct	101
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.477081

Minimum	0
Maximum	100
Zeros	2703
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	256.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	24
median	45
Q3	62
95-th percentile	79
Maximum	100
Range	100
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	24.984074
Coefficient of variation (CV)	0.58817776
Kurtosis	-0.93277039
Mean	42.477081
Median Absolute Deviation (MAD)	18
Skewness	-0.23332007
Sum	1394650
Variance	624.20398
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2703	8.2%
1	575	1.8%
57	541	1.6%
60	514	1.6%
51	514	1.6%
54	514	1.6%
52	506	1.5%
45	505	1.5%
58	503	1.5%
50	498	1.5%
Other values (91)	25460	77.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2703	8.2%
1	575	1.8%
2	387	1.2%
3	321	1.0%
4	240	0.7%
5	240	0.7%
6	192	0.6%
7	189	0.6%
8	201	0.6%
9	195	0.6%

Value	Count	Frequency (%)
100	2	< 0.1%
99	4	< 0.1%
98	36	0.1%
97	22	0.1%
96	7	< 0.1%
95	15	< 0.1%
94	37	0.1%
93	44	0.1%
92	27	0.1%
91	58	0.2%

track_album_id
Text

Distinct	22545
Distinct (%)	68.7%
Missing	0
Missing (%)	0.0%
Memory size	256.6 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	722326
Distinct characters	62
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	17545 ?
Unique (%)	53.4%

Sample

1st row	2oCs0DGTsRO98Gh5ZSl2Cx
2nd row	63rPSO264uRjW1X5E6cWv6
3rd row	1HoSmj2eLcsrR0vE9gThr4
4th row	1nqYsOef1yKKuGOVchbsk6
5th row	7m7vv9wlQ4i0LFuJiE2zsQ

Value	Count	Frequency (%)
5l1xcowsxwzfusjzvymp48	42	0.1%
5fstcqs5npilf42vhpnv23	29	0.1%
7cjjb2mikwawa1v6kewfbf	28	0.1%
4vfg1doutedmbjblzt7hck	26	0.1%
2htbq0rhwukkvxaltmczp2	21	0.1%
4czt5uefbrpbilw34hqyxi	21	0.1%
6ylffzx32icw4l1a7ywnln	20	0.1%
246e5ovv4qxhprgosj7vdb	20	0.1%
5xcotqg63v60ns82pmqmbe	20	0.1%
0s0kgznfbgsissff54wsjh	18	0.1%
Other values (22535)	32588	99.3%

Most occurring characters

Value	Count	Frequency (%)
1	15957	2.2%
2	15554	2.2%
0	15513	2.1%
5	15509	2.1%
3	15467	2.1%
6	15368	2.1%
4	15075	2.1%
7	14325	2.0%
w	11443	1.6%
e	11355	1.6%
Other values (52)	576760	79.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	289018	40.0%
Uppercase Letter	288577	40.0%
Decimal Number	144731	20.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
w	11443	4.0%
e	11355	3.9%
x	11300	3.9%
p	11252	3.9%
v	11249	3.9%
k	11237	3.9%
m	11220	3.9%
f	11213	3.9%
d	11204	3.9%
q	11168	3.9%
Other values (16)	176377	61.0%

Uppercase Letter

Value	Count	Frequency (%)
V	11331	3.9%
F	11298	3.9%
Z	11268	3.9%
D	11203	3.9%
B	11199	3.9%
G	11196	3.9%
H	11178	3.9%
N	11177	3.9%
M	11136	3.9%
L	11125	3.9%
Other values (16)	176466	61.2%

Decimal Number

Value	Count	Frequency (%)
1	15957	11.0%
2	15554	10.7%
0	15513	10.7%
5	15509	10.7%
3	15467	10.7%
6	15368	10.6%
4	15075	10.4%
7	14325	9.9%
9	11193	7.7%
8	10770	7.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	577595	80.0%
Common	144731	20.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
w	11443	2.0%
e	11355	2.0%
V	11331	2.0%
x	11300	2.0%
F	11298	2.0%
Z	11268	2.0%
p	11252	1.9%
v	11249	1.9%
k	11237	1.9%
m	11220	1.9%
Other values (42)	464642	80.4%

Common

Value	Count	Frequency (%)
1	15957	11.0%
2	15554	10.7%
0	15513	10.7%
5	15509	10.7%
3	15467	10.7%
6	15368	10.6%
4	15075	10.4%
7	14325	9.9%
9	11193	7.7%
8	10770	7.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	722326	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	15957	2.2%
2	15554	2.2%
0	15513	2.1%
5	15509	2.1%
3	15467	2.1%
6	15368	2.1%
4	15075	2.1%
7	14325	2.0%
w	11443	1.6%
e	11355	1.6%
Other values (52)	576760	79.8%

track_album_name
Text

Distinct	19743
Distinct (%)	60.1%
Missing	5
Missing (%)	< 0.1%
Memory size	256.6 KiB

Length

Max length	151
Median length	102
Mean length	17.5884
Min length	1

Characters and Unicode

Total characters	577392
Distinct characters	177
Distinct categories	19 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14210 ?
Unique (%)	43.3%

Sample

1st row	I Don't Care (with Justin Bieber) [Loud Luxury Remix]
2nd row	Memories (Dillon Francis Remix)
3rd row	All the Time (Don Diablo Remix)
4th row	Call You Mine - The Remixes
5th row	Someone You Loved (Future Humans Remix)

Value	Count	Frequency (%)
the	4566	4.5%
	1928	1.9%
of	1576	1.5%
feat	1398	1.4%
remix	1119	1.1%
you	1064	1.0%
me	929	0.9%
deluxe	914	0.9%
a	837	0.8%
love	795	0.8%
Other values (14492)	87131	85.2%

Most occurring characters

Value	Count	Frequency (%)
	69415	12.0%
e	54490	9.4%
o	32559	5.6%
a	31919	5.5%
i	30661	5.3%
t	26691	4.6%
n	25723	4.5%
r	24106	4.2%
s	21005	3.6%
l	19252	3.3%
Other values (167)	241571	41.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	367456	63.6%
Uppercase Letter	105721	18.3%
Space Separator	69433	12.0%
Other Punctuation	9600	1.7%
Decimal Number	7511	1.3%
Open Punctuation	6739	1.2%
Close Punctuation	6739	1.2%
Dash Punctuation	1223	0.2%
Control	1101	0.2%
Other Number	501	0.1%
Other values (9)	1368	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	54490	14.8%
o	32559	8.9%
a	31919	8.7%
i	30661	8.3%
t	26691	7.3%
n	25723	7.0%
r	24106	6.6%
s	21005	5.7%
l	19252	5.2%
h	12941	3.5%
Other values (28)	88109	24.0%

Uppercase Letter

Value	Count	Frequency (%)
T	9423	8.9%
S	7753	7.3%
M	6535	6.2%
R	6384	6.0%
A	6172	5.8%
D	5802	5.5%
B	5561	5.3%
L	5333	5.0%
E	5211	4.9%
C	4982	4.7%
Other values (24)	42565	40.3%

Control

Value	Count	Frequency (%)
	165	15.0%
	123	11.2%
	107	9.7%
	99	9.0%
	77	7.0%
	64	5.8%
	42	3.8%
	34	3.1%
	31	2.8%
	30	2.7%
Other values (22)	329	29.9%

Other Punctuation

Value	Count	Frequency (%)
.	3607	37.6%
'	1820	19.0%
&	1016	10.6%
,	949	9.9%
:	894	9.3%
/	313	3.3%
!	244	2.5%
"	207	2.2%
?	187	1.9%
¡	148	1.5%
Other values (9)	215	2.2%

Decimal Number

Value	Count	Frequency (%)
1	1745	23.2%
0	1558	20.7%
2	1478	19.7%
9	679	9.0%
3	452	6.0%
4	404	5.4%
8	352	4.7%
7	318	4.2%
5	275	3.7%
6	250	3.3%

Math Symbol

Value	Count	Frequency (%)
±	119	43.1%
+	58	21.0%
×	55	19.9%
~	20	7.2%
>	8	2.9%
\|	5	1.8%
=	4	1.4%
¬	4	1.4%
<	3	1.1%

Other Number

Value	Count	Frequency (%)
³	197	39.3%
¾	97	19.4%
½	75	15.0%
¼	58	11.6%
¹	47	9.4%
²	27	5.4%

Modifier Symbol

Value	Count	Frequency (%)
¸	76	50.7%
´	52	34.7%
¨	10	6.7%
¯	6	4.0%
`	6	4.0%

Currency Symbol

Value	Count	Frequency (%)
$	74	43.5%
£	53	31.2%
¤	20	11.8%
¢	15	8.8%
¥	8	4.7%

Other Symbol

Value	Count	Frequency (%)
©	192	52.3%
°	135	36.8%
¦	25	6.8%
®	15	4.1%

Open Punctuation

Value	Count	Frequency (%)
(	6231	92.5%
[	507	7.5%
{	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	6231	92.5%
]	507	7.5%
}	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	69415	> 99.9%
	18	< 0.1%

Other Letter

Value	Count	Frequency (%)
º	128	75.3%
ª	42	24.7%

Dash Punctuation

Value	Count	Frequency (%)
-	1223	100.0%

Format

Value	Count	Frequency (%)
	161	100.0%

Initial Punctuation

Value	Count	Frequency (%)
«	36	100.0%

Final Punctuation

Value	Count	Frequency (%)
»	33	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	473264	82.0%
Common	104128	18.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	69415	66.7%
(	6231	6.0%
)	6231	6.0%
.	3607	3.5%
'	1820	1.7%
1	1745	1.7%
0	1558	1.5%
2	1478	1.4%
-	1223	1.2%
&	1016	1.0%
Other values (94)	9804	9.4%

Latin

Value	Count	Frequency (%)
e	54490	11.5%
o	32559	6.9%
a	31919	6.7%
i	30661	6.5%
t	26691	5.6%
n	25723	5.4%
r	24106	5.1%
s	21005	4.4%
l	19252	4.1%
h	12941	2.7%
Other values (63)	193917	41.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	571544	99.0%
None	5848	1.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	69415	12.1%
e	54490	9.5%
o	32559	5.7%
a	31919	5.6%
i	30661	5.4%
t	26691	4.7%
n	25723	4.5%
r	24106	4.2%
s	21005	3.7%
l	19252	3.4%
Other values (83)	235723	41.2%

None

Value	Count	Frequency (%)
Ã	1147	19.6%
Ð	836	14.3%
Ñ	311	5.3%
³	197	3.4%
©	192	3.3%
	165	2.8%
	161	2.8%
¡	148	2.5%
ã	136	2.3%
°	135	2.3%
Other values (74)	2420	41.4%

track_album_release_date
Date

Distinct	4474
Distinct (%)	13.6%
Missing	0
Missing (%)	0.0%
Memory size	256.6 KiB

Minimum	1957-01-01 00:00:00
Maximum	2020-01-29 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

playlist_name
Text

Distinct	449
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	256.6 KiB

Length

Max length	128
Median length	76
Mean length	25.71885
Min length	6

Characters and Unicode

Total characters	844427
Distinct characters	144
Distinct categories	17 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Pop Remix
2nd row	Pop Remix
3rd row	Pop Remix
4th row	Pop Remix
5th row	Pop Remix

Value	Count	Frequency (%)
	12734	9.0%
pop	4949	3.5%
rock	4706	3.3%
house	3404	2.4%
2020	2499	1.8%
hip	2448	1.7%
hits	2278	1.6%
rap	2168	1.5%
hop	2095	1.5%
edm	1997	1.4%
Other values (642)	102926	72.4%

Most occurring characters

Value	Count	Frequency (%)
	111011	13.1%
o	53679	6.4%
e	46675	5.5%
a	39825	4.7%
s	39279	4.7%
i	37137	4.4%
n	29115	3.4%
t	28876	3.4%
r	28395	3.4%
p	28050	3.3%
Other values (134)	402385	47.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	468427	55.5%
Uppercase Letter	158442	18.8%
Space Separator	111096	13.2%
Decimal Number	44636	5.3%
Control	21785	2.6%
Other Punctuation	18760	2.2%
Dash Punctuation	8080	1.0%
Math Symbol	4136	0.5%
Currency Symbol	3522	0.4%
Close Punctuation	1483	0.2%
Other values (7)	4060	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	53679	11.5%
e	46675	10.0%
a	39825	8.5%
s	39279	8.4%
i	37137	7.9%
n	29115	6.2%
t	28876	6.2%
r	28395	6.1%
p	28050	6.0%
c	21610	4.6%
Other values (21)	115786	24.7%

Uppercase Letter

Value	Count	Frequency (%)
H	15553	9.8%
R	14672	9.3%
P	13754	8.7%
E	11744	7.4%
T	11464	7.2%
S	9478	6.0%
C	8779	5.5%
D	8490	5.4%
M	7549	4.8%
B	6785	4.3%
Other values (20)	50174	31.7%

Control

Value	Count	Frequency (%)
	6073	27.9%
	3232	14.8%
	3079	14.1%
	1225	5.6%
	940	4.3%
	791	3.6%
	718	3.3%
	717	3.3%
	690	3.2%
	676	3.1%
Other values (18)	3644	16.7%

Other Punctuation

Value	Count	Frequency (%)
/	7715	41.1%
,	2740	14.6%
&	2615	13.9%
'	2113	11.3%
.	1463	7.8%
:	725	3.9%
¡	432	2.3%
!	335	1.8%
\	176	0.9%
·	100	0.5%
Other values (6)	346	1.8%

Decimal Number

Value	Count	Frequency (%)
0	17952	40.2%
2	11659	26.1%
1	5401	12.1%
9	5018	11.2%
8	2035	4.6%
7	1232	2.8%
5	560	1.3%
4	350	0.8%
6	260	0.6%
3	169	0.4%

Math Symbol

Value	Count	Frequency (%)
\|	3824	92.5%
±	118	2.9%
>	97	2.3%
<	97	2.3%

Other Number

Value	Count	Frequency (%)
³	192	36.5%
¹	122	23.2%
½	112	21.3%
¼	100	19.0%

Modifier Symbol

Value	Count	Frequency (%)
¸	105	29.7%
¯	97	27.5%
¨	85	24.1%
´	66	18.7%

Currency Symbol

Value	Count	Frequency (%)
¥	2923	83.0%
¤	307	8.7%
£	292	8.3%

Other Symbol

Value	Count	Frequency (%)
©	432	61.2%
¦	176	24.9%
°	98	13.9%

Space Separator

Value	Count	Frequency (%)
	111011	99.9%
	85	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	1356	91.4%
]	127	8.6%

Open Punctuation

Value	Count	Frequency (%)
(	1356	91.4%
[	127	8.6%

Other Letter

Value	Count	Frequency (%)
º	397	67.5%
ª	191	32.5%

Dash Punctuation

Value	Count	Frequency (%)
-	8080	100.0%

Final Punctuation

Value	Count	Frequency (%)
»	357	100.0%

Format

Value	Count	Frequency (%)
	47	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	627165	74.3%
Common	217262	25.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
	111011	51.1%
0	17952	8.3%
2	11659	5.4%
-	8080	3.7%
/	7715	3.6%
	6073	2.8%
1	5401	2.5%
9	5018	2.3%
\|	3824	1.8%
	3232	1.5%
Other values (72)	37297	17.2%

Latin

Value	Count	Frequency (%)
o	53679	8.6%
e	46675	7.4%
a	39825	6.4%
s	39279	6.3%
i	37137	5.9%
n	29115	4.6%
t	28876	4.6%
r	28395	4.5%
p	28050	4.5%
c	21610	3.4%
Other values (52)	274524	43.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	803155	95.1%
None	41272	4.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	111011	13.8%
o	53679	6.7%
e	46675	5.8%
a	39825	5.0%
s	39279	4.9%
i	37137	4.6%
n	29115	3.6%
t	28876	3.6%
r	28395	3.5%
p	28050	3.5%
Other values (73)	361113	45.0%

None

Value	Count	Frequency (%)
ð	6073	14.7%
	6073	14.7%
â	3803	9.2%
	3232	7.8%
	3079	7.5%
¥	2923	7.1%
	1225	3.0%
Ã	1122	2.7%
	940	2.3%
	791	1.9%
Other values (51)	12011	29.1%

playlist_id
Text

Distinct	471
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	256.6 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	722326
Distinct characters	62
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	37i9dQZF1DXcZDD7cfEKhW
2nd row	37i9dQZF1DXcZDD7cfEKhW
3rd row	37i9dQZF1DXcZDD7cfEKhW
4th row	37i9dQZF1DXcZDD7cfEKhW
5th row	37i9dQZF1DXcZDD7cfEKhW

Value	Count	Frequency (%)
4jkkvmpvl4lsioqqjeal0q	247	0.8%
37i9dqzf1dwthm4kx49uks	198	0.6%
6knqdwp0syvhfhor4lwp7x	195	0.6%
3xmqtdloigvj3lwh5e5x6f	189	0.6%
3ho3io0ijykgeqnbjb2sic	182	0.6%
25butzrvb1zj1mjioms09d	109	0.3%
3ykxidklz1eypvugofld1e	100	0.3%
3j2osvmeceao5nmo9jz5df	100	0.3%
4znaywuatxcaa9gaxvnfnq	100	0.3%
5ck0fshhcik1vwyecc0zat	100	0.3%
Other values (461)	31313	95.4%

Most occurring characters

Value	Count	Frequency (%)
3	19178	2.7%
1	18762	2.6%
7	18699	2.6%
Q	18247	2.5%
D	17097	2.4%
i	17039	2.4%
d	16004	2.2%
9	15566	2.2%
Z	15453	2.1%
F	15033	2.1%
Other values (52)	551248	76.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	295950	41.0%
Lowercase Letter	273118	37.8%
Decimal Number	153258	21.2%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
Q	18247	6.2%
D	17097	5.8%
Z	15453	5.2%
F	15033	5.1%
X	14138	4.8%
M	12611	4.3%
W	12506	4.2%
P	11361	3.8%
V	11049	3.7%
T	10854	3.7%
Other values (16)	157601	53.3%

Lowercase Letter

Value	Count	Frequency (%)
i	17039	6.2%
d	16004	5.9%
k	11372	4.2%
j	11311	4.1%
v	11288	4.1%
c	10993	4.0%
o	10921	4.0%
y	10909	4.0%
l	10718	3.9%
r	10581	3.9%
Other values (16)	151982	55.6%

Decimal Number

Value	Count	Frequency (%)
3	19178	12.5%
1	18762	12.2%
7	18699	12.2%
9	15566	10.2%
6	14798	9.7%
0	14703	9.6%
2	14260	9.3%
4	14200	9.3%
5	12144	7.9%
8	10948	7.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	569068	78.8%
Common	153258	21.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
Q	18247	3.2%
D	17097	3.0%
i	17039	3.0%
d	16004	2.8%
Z	15453	2.7%
F	15033	2.6%
X	14138	2.5%
M	12611	2.2%
W	12506	2.2%
k	11372	2.0%
Other values (42)	419568	73.7%

Common

Value	Count	Frequency (%)
3	19178	12.5%
1	18762	12.2%
7	18699	12.2%
9	15566	10.2%
6	14798	9.7%
0	14703	9.6%
2	14260	9.3%
4	14200	9.3%
5	12144	7.9%
8	10948	7.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	722326	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	19178	2.7%
1	18762	2.6%
7	18699	2.6%
Q	18247	2.5%
D	17097	2.4%
i	17039	2.4%
d	16004	2.2%
9	15566	2.2%
Z	15453	2.1%
F	15033	2.1%
Other values (52)	551248	76.3%

playlist_genre
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	256.6 KiB

edm	6043
rap	5746
pop	5507
r&b	5431
latin	5155

Length

Max length	5
Median length	3
Mean length	3.4648067
Min length	3

Characters and Unicode

Total characters	113760
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	pop
2nd row	pop
3rd row	pop
4th row	pop
5th row	pop

Common Values

Value	Count	Frequency (%)
edm	6043	18.4%
rap	5746	17.5%
pop	5507	16.8%
r&b	5431	16.5%
latin	5155	15.7%
rock	4951	15.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
edm	6043	18.4%
rap	5746	17.5%
pop	5507	16.8%
r&b	5431	16.5%
latin	5155	15.7%
rock	4951	15.1%

Most occurring characters

Value	Count	Frequency (%)
p	16760	14.7%
r	16128	14.2%
a	10901	9.6%
o	10458	9.2%
e	6043	5.3%
d	6043	5.3%
m	6043	5.3%
&	5431	4.8%
b	5431	4.8%
l	5155	4.5%
Other values (5)	25367	22.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	108329	95.2%
Other Punctuation	5431	4.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
p	16760	15.5%
r	16128	14.9%
a	10901	10.1%
o	10458	9.7%
e	6043	5.6%
d	6043	5.6%
m	6043	5.6%
b	5431	5.0%
l	5155	4.8%
t	5155	4.8%
Other values (4)	20212	18.7%

Other Punctuation

Value	Count	Frequency (%)
&	5431	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	108329	95.2%
Common	5431	4.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
p	16760	15.5%
r	16128	14.9%
a	10901	10.1%
o	10458	9.7%
e	6043	5.6%
d	6043	5.6%
m	6043	5.6%
b	5431	5.0%
l	5155	4.8%
t	5155	4.8%
Other values (4)	20212	18.7%

Common

Value	Count	Frequency (%)
&	5431	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	113760	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
p	16760	14.7%
r	16128	14.2%
a	10901	9.6%
o	10458	9.2%
e	6043	5.3%
d	6043	5.3%
m	6043	5.3%
&	5431	4.8%
b	5431	4.8%
l	5155	4.5%
Other values (5)	25367	22.3%

playlist_subgenre
Categorical

Distinct	24
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	256.6 KiB

progressive electro house	1809
southern hip hop	1675
indie poptimism	1672
latin hip hop	1656
neo soul	1637
Other values (19)	24384

Length

Max length	25
Median length	15
Mean length	11.548625
Min length	4

Characters and Unicode

Total characters	379176
Distinct characters	24
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	dance pop
2nd row	dance pop
3rd row	dance pop
4th row	dance pop
5th row	dance pop

Common Values

Value	Count	Frequency (%)
progressive electro house	1809	5.5%
southern hip hop	1675	5.1%
indie poptimism	1672	5.1%
latin hip hop	1656	5.0%
neo soul	1637	5.0%
pop edm	1517	4.6%
electro house	1511	4.6%
hard rock	1485	4.5%
gangster rap	1458	4.4%
electropop	1408	4.3%
Other values (14)	17005	51.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
pop	6462	9.6%
hip	5909	8.8%
hop	4653	6.9%
rock	3846	5.7%
electro	3320	5.0%
house	3320	5.0%
latin	2918	4.4%
progressive	1809	2.7%
southern	1675	2.5%
poptimism	1672	2.5%
Other values (24)	31419	46.9%

Most occurring characters

Value	Count	Frequency (%)
o	41435	10.9%
p	39131	10.3%
e	35660	9.4%
	34170	9.0%
r	28322	7.5%
i	22247	5.9%
t	20747	5.5%
a	20659	5.4%
n	20022	5.3%
s	18234	4.8%
Other values (14)	98549	26.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	343877	90.7%
Space Separator	34170	9.0%
Dash Punctuation	1129	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	41435	12.0%
p	39131	11.4%
e	35660	10.4%
r	28322	8.2%
i	22247	6.5%
t	20747	6.0%
a	20659	6.0%
n	20022	5.8%
s	18234	5.3%
h	17042	5.0%
Other values (12)	80378	23.4%

Space Separator

Value	Count	Frequency (%)
	34170	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1129	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	343877	90.7%
Common	35299	9.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	41435	12.0%
p	39131	11.4%
e	35660	10.4%
r	28322	8.2%
i	22247	6.5%
t	20747	6.0%
a	20659	6.0%
n	20022	5.8%
s	18234	5.3%
h	17042	5.0%
Other values (12)	80378	23.4%

Common

Value	Count	Frequency (%)
	34170	96.8%
-	1129	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	379176	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	41435	10.9%
p	39131	10.3%
e	35660	9.4%
	34170	9.0%
r	28322	7.5%
i	22247	5.9%
t	20747	5.5%
a	20659	5.4%
n	20022	5.3%
s	18234	4.8%
Other values (14)	98549	26.0%

danceability
Real number (ℝ)

Distinct	822
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.65484952

Minimum	0
Maximum	0.983
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	256.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.392
Q1	0.563
median	0.672
Q3	0.761
95-th percentile	0.868
Maximum	0.983
Range	0.983
Interquartile range (IQR)	0.198

Descriptive statistics

Standard deviation	0.14508532
Coefficient of variation (CV)	0.22155521
Kurtosis	0.010202119
Mean	0.65484952
Median Absolute Deviation (MAD)	0.098
Skewness	-0.50448844
Sum	21500.674
Variance	0.02104975
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.733	118	0.4%
0.708	115	0.4%
0.704	112	0.3%
0.694	112	0.3%
0.784	111	0.3%
0.69	111	0.3%
0.701	111	0.3%
0.655	110	0.3%
0.676	110	0.3%
0.689	109	0.3%
Other values (812)	31714	96.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.0771	1	< 0.1%
0.0787	1	< 0.1%
0.0985	1	< 0.1%
0.116	1	< 0.1%
0.118	1	< 0.1%
0.13	1	< 0.1%
0.135	2	< 0.1%
0.14	2	< 0.1%
0.141	1	< 0.1%

Value	Count	Frequency (%)
0.983	1	< 0.1%
0.981	1	< 0.1%
0.979	2	< 0.1%
0.978	1	< 0.1%
0.977	1	< 0.1%
0.975	2	< 0.1%
0.974	5	< 0.1%
0.973	4	< 0.1%
0.972	2	< 0.1%
0.971	2	< 0.1%

energy
Real number (ℝ)

Distinct	952
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.69861927

Minimum	0.000175
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.6 KiB

Quantile statistics

Minimum	0.000175
5-th percentile	0.366
Q1	0.581
median	0.721
Q3	0.84
95-th percentile	0.949
Maximum	1
Range	0.999825
Interquartile range (IQR)	0.259

Descriptive statistics

Standard deviation	0.18091003
Coefficient of variation (CV)	0.25895368
Kurtosis	0.000528152
Mean	0.69861927
Median Absolute Deviation (MAD)	0.128
Skewness	-0.63632984
Sum	22937.767
Variance	0.03272844
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.787	100	0.3%
0.828	99	0.3%
0.833	98	0.3%
0.795	91	0.3%
0.711	91	0.3%
0.726	91	0.3%
0.869	89	0.3%
0.758	89	0.3%
0.76	88	0.3%
0.887	87	0.3%
Other values (942)	31910	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.000175	1	< 0.1%
0.00814	1	< 0.1%
0.0118	1	< 0.1%
0.0161	1	< 0.1%
0.0167	1	< 0.1%
0.0286	1	< 0.1%
0.0297	1	< 0.1%
0.0323	1	< 0.1%
0.036	1	< 0.1%
0.0375	1	< 0.1%

Value	Count	Frequency (%)
1	3	< 0.1%
0.999	7	< 0.1%
0.998	5	< 0.1%
0.997	6	< 0.1%
0.996	10	< 0.1%
0.995	13	< 0.1%
0.994	11	< 0.1%
0.993	30	0.1%
0.992	17	0.1%
0.991	20	0.1%

key
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.3744708

Minimum	0
Maximum	11
Zeros	3454
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	256.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	6
Q3	9
95-th percentile	11
Maximum	11
Range	11
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	3.6116574
Coefficient of variation (CV)	0.67200242
Kurtosis	-1.307069
Mean	5.3744708
Median Absolute Deviation (MAD)	3
Skewness	-0.023909144
Sum	176460
Variance	13.044069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	4010	12.2%
0	3454	10.5%
7	3352	10.2%
9	3027	9.2%
11	2996	9.1%
2	2827	8.6%
5	2680	8.2%
6	2670	8.1%
8	2430	7.4%
10	2273	6.9%
Other values (2)	3114	9.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3454	10.5%
1	4010	12.2%
2	2827	8.6%
3	913	2.8%
4	2201	6.7%
5	2680	8.2%
6	2670	8.1%
7	3352	10.2%
8	2430	7.4%
9	3027	9.2%

Value	Count	Frequency (%)
11	2996	9.1%
10	2273	6.9%
9	3027	9.2%
8	2430	7.4%
7	3352	10.2%
6	2670	8.1%
5	2680	8.2%
4	2201	6.7%
3	913	2.8%
2	2827	8.6%

loudness
Real number (ℝ)

Distinct	10222
Distinct (%)	31.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-6.7194991

Minimum	-46.448
Maximum	1.275
Zeros	0
Zeros (%)	0.0%
Negative	32827
Negative (%)	> 99.9%
Memory size	256.6 KiB

Quantile statistics

Minimum	-46.448
5-th percentile	-12.4502
Q1	-8.171
median	-6.166
Q3	-4.645
95-th percentile	-2.972
Maximum	1.275
Range	47.723
Interquartile range (IQR)	3.526

Descriptive statistics

Standard deviation	2.9884364
Coefficient of variation (CV)	-0.44474094
Kurtosis	4.4909579
Mean	-6.7194991
Median Absolute Deviation (MAD)	1.703
Skewness	-1.364097
Sum	-220621.32
Variance	8.930752
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4.973	20	0.1%
-4.443	20	0.1%
-5.608	20	0.1%
-6.4	20	0.1%
-3.782	20	0.1%
-6.406	18	0.1%
-4.576	18	0.1%
-5.041	18	0.1%
-5.576	18	0.1%
-6.146	16	< 0.1%
Other values (10212)	32645	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-46.448	1	< 0.1%
-36.624	1	< 0.1%
-36.509	1	< 0.1%
-35.96	1	< 0.1%
-35.427	1	< 0.1%
-34.283	1	< 0.1%
-29.561	1	< 0.1%
-28.309	1	< 0.1%
-26.279	1	< 0.1%
-26.207	1	< 0.1%

Value	Count	Frequency (%)
1.275	1	< 0.1%
1.135	1	< 0.1%
0.642	1	< 0.1%
0.551	1	< 0.1%
0.326	1	< 0.1%
0.302	1	< 0.1%
-0.046	1	< 0.1%
-0.073	1	< 0.1%
-0.155	1	< 0.1%
-0.158	1	< 0.1%

mode
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	256.6 KiB

1	18574
0	14259

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	32833
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	18574	56.6%
0	14259	43.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	18574	56.6%
0	14259	43.4%

Most occurring characters

Value	Count	Frequency (%)
1	18574	56.6%
0	14259	43.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32833	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	18574	56.6%
0	14259	43.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	32833	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	18574	56.6%
0	14259	43.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32833	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	18574	56.6%
0	14259	43.4%

speechiness
Real number (ℝ)

Distinct	1270
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.10706807

Minimum	0
Maximum	0.918
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	256.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0298
Q1	0.041
median	0.0625
Q3	0.132
95-th percentile	0.3324
Maximum	0.918
Range	0.918
Interquartile range (IQR)	0.091

Descriptive statistics

Standard deviation	0.10131413
Coefficient of variation (CV)	0.94625907
Kurtosis	4.2608346
Mean	0.10706807
Median Absolute Deviation (MAD)	0.0274
Skewness	1.9670285
Sum	3515.3659
Variance	0.010264553
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.102	116	0.4%
0.103	98	0.3%
0.109	93	0.3%
0.0354	93	0.3%
0.112	89	0.3%
0.107	88	0.3%
0.0346	88	0.3%
0.123	87	0.3%
0.0363	85	0.3%
0.106	85	0.3%
Other values (1260)	31911	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.0224	2	< 0.1%
0.0225	1	< 0.1%
0.0228	5	< 0.1%
0.023	1	< 0.1%
0.0231	1	< 0.1%
0.0232	4	< 0.1%
0.0233	2	< 0.1%
0.0234	3	< 0.1%
0.0235	6	< 0.1%

Value	Count	Frequency (%)
0.918	1	< 0.1%
0.877	1	< 0.1%
0.869	2	< 0.1%
0.865	1	< 0.1%
0.86	1	< 0.1%
0.856	1	< 0.1%
0.855	1	< 0.1%
0.853	1	< 0.1%
0.817	1	< 0.1%
0.792	1	< 0.1%

acousticness
Real number (ℝ)

Distinct	3731
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.17533372

Minimum	0
Maximum	0.994
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	256.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0006306
Q1	0.0151
median	0.0804
Q3	0.255
95-th percentile	0.682
Maximum	0.994
Range	0.994
Interquartile range (IQR)	0.2399

Descriptive statistics

Standard deviation	0.21963254
Coefficient of variation (CV)	1.2526543
Kurtosis	1.8784089
Mean	0.17533372
Median Absolute Deviation (MAD)	0.07623
Skewness	1.5947859
Sum	5756.7319
Variance	0.048238453
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.102	80	0.2%
0.128	80	0.2%
0.101	78	0.2%
0.114	74	0.2%
0.141	71	0.2%
0.107	70	0.2%
0.125	69	0.2%
0.104	69	0.2%
0.122	68	0.2%
0.11	65	0.2%
Other values (3721)	32109	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1.4 × 10^-6	1	< 0.1%
1.44 × 10^-6	1	< 0.1%
1.47 × 10^-6	1	< 0.1%
1.66 × 10^-6	1	< 0.1%
2.16 × 10^-6	1	< 0.1%
2.22 × 10^-6	1	< 0.1%
2.32 × 10^-6	1	< 0.1%
2.43 × 10^-6	1	< 0.1%
2.46 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.994	1	< 0.1%
0.992	1	< 0.1%
0.989	3	< 0.1%
0.986	2	< 0.1%
0.985	2	< 0.1%
0.984	2	< 0.1%
0.983	3	< 0.1%
0.982	1	< 0.1%
0.979	4	< 0.1%
0.978	3	< 0.1%

instrumentalness
Real number (ℝ)

ZEROS

Distinct	4729
Distinct (%)	14.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.084747161

Minimum	0
Maximum	0.994
Zeros	12089
Zeros (%)	36.8%
Negative	0
Negative (%)	0.0%
Memory size	256.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.61 × 10^-5
Q3	0.00483
95-th percentile	0.767
Maximum	0.994
Range	0.994
Interquartile range (IQR)	0.00483

Descriptive statistics

Standard deviation	0.22423012
Coefficient of variation (CV)	2.6458718
Kurtosis	6.2740615
Mean	0.084747161
Median Absolute Deviation (MAD)	1.61 × 10^-5
Skewness	2.7594718
Sum	2782.5035
Variance	0.050279149
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12089	36.8%
0.00106	30	0.1%
0.124	30	0.1%
1.21 × 10^-6	26	0.1%
1.16 × 10^-6	26	0.1%
1.17 × 10^-5	23	0.1%
0.00016	23	0.1%
0.000115	22	0.1%
0.0114	22	0.1%
1.85 × 10^-5	22	0.1%
Other values (4719)	20520	62.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12089	36.8%
1 × 10^-6	5	< 0.1%
1.01 × 10^-6	17	0.1%
1.02 × 10^-6	7	< 0.1%
1.03 × 10^-6	14	< 0.1%
1.04 × 10^-6	20	0.1%
1.05 × 10^-6	9	< 0.1%
1.06 × 10^-6	10	< 0.1%
1.07 × 10^-6	13	< 0.1%
1.08 × 10^-6	13	< 0.1%

Value	Count	Frequency (%)
0.994	2	< 0.1%
0.987	1	< 0.1%
0.983	1	< 0.1%
0.982	1	< 0.1%
0.981	1	< 0.1%
0.979	1	< 0.1%
0.974	2	< 0.1%
0.972	3	< 0.1%
0.971	2	< 0.1%
0.97	1	< 0.1%

liveness
Real number (ℝ)

Distinct	1624
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1901762

Minimum	0
Maximum	0.996
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	256.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0559
Q1	0.0927
median	0.127
Q3	0.248
95-th percentile	0.5104
Maximum	0.996
Range	0.996
Interquartile range (IQR)	0.1553

Descriptive statistics

Standard deviation	0.15431728
Coefficient of variation (CV)	0.81144372
Kurtosis	5.065937
Mean	0.1901762
Median Absolute Deviation (MAD)	0.0496
Skewness	2.0767204
Sum	6244.055
Variance	0.023813823
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.111	346	1.1%
0.108	310	0.9%
0.11	305	0.9%
0.105	295	0.9%
0.104	294	0.9%
0.109	287	0.9%
0.106	284	0.9%
0.101	275	0.8%
0.112	272	0.8%
0.107	266	0.8%
Other values (1614)	29899	91.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.00936	1	< 0.1%
0.00946	1	< 0.1%
0.0131	1	< 0.1%
0.015	2	< 0.1%
0.0155	2	< 0.1%
0.0158	1	< 0.1%
0.0163	1	< 0.1%
0.0165	1	< 0.1%
0.0167	1	< 0.1%

Value	Count	Frequency (%)
0.996	1	< 0.1%
0.994	1	< 0.1%
0.992	1	< 0.1%
0.991	2	< 0.1%
0.99	3	< 0.1%
0.988	5	< 0.1%
0.985	3	< 0.1%
0.984	1	< 0.1%
0.983	2	< 0.1%
0.982	1	< 0.1%

valence
Real number (ℝ)

Distinct	1362
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.51056097

Minimum	0
Maximum	0.991
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	256.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.132
Q1	0.331
median	0.512
Q3	0.693
95-th percentile	0.893
Maximum	0.991
Range	0.991
Interquartile range (IQR)	0.362

Descriptive statistics

Standard deviation	0.23314597
Coefficient of variation (CV)	0.45664668
Kurtosis	-0.90098076
Mean	0.51056097
Median Absolute Deviation (MAD)	0.181
Skewness	-0.0054853502
Sum	16763.248
Variance	0.054357045
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.961	69	0.2%
0.58	68	0.2%
0.43	68	0.2%
0.562	68	0.2%
0.389	68	0.2%
0.499	68	0.2%
0.516	67	0.2%
0.392	66	0.2%
0.536	66	0.2%
0.347	66	0.2%
Other values (1352)	32159	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1 × 10^-5	5	< 0.1%
0.0116	1	< 0.1%
0.0122	1	< 0.1%
0.0139	1	< 0.1%
0.0159	1	< 0.1%
0.0223	1	< 0.1%
0.0234	1	< 0.1%
0.0269	1	< 0.1%
0.0276	1	< 0.1%

Value	Count	Frequency (%)
0.991	1	< 0.1%
0.99	1	< 0.1%
0.985	1	< 0.1%
0.984	1	< 0.1%
0.983	1	< 0.1%
0.981	2	< 0.1%
0.98	1	< 0.1%
0.979	3	< 0.1%
0.978	1	< 0.1%
0.977	5	< 0.1%

tempo
Real number (ℝ)

Distinct	17684
Distinct (%)	53.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	120.88113

Minimum	0
Maximum	239.44
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	256.6 KiB

Quantile statistics

Minimum	0
5-th percentile	81.0682
Q1	99.96
median	121.984
Q3	133.918
95-th percentile	173.95
Maximum	239.44
Range	239.44
Interquartile range (IQR)	33.958

Descriptive statistics

Standard deviation	26.903624
Coefficient of variation (CV)	0.22256264
Kurtosis	0.08326436
Mean	120.88113
Median Absolute Deviation (MAD)	18.045
Skewness	0.52887789
Sum	3968890.2
Variance	723.80499
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127.992	45	0.1%
127.994	35	0.1%
127.993	33	0.1%
128.007	32	0.1%
128.003	31	0.1%
127.997	31	0.1%
128.001	31	0.1%
128.005	30	0.1%
127.991	29	0.1%
128.028	29	0.1%
Other values (17674)	32507	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
35.477	1	< 0.1%
37.114	1	< 0.1%
38.985	1	< 0.1%
46.169	1	< 0.1%
48.718	2	< 0.1%
48.981	1	< 0.1%
49.597	1	< 0.1%
50.454	1	< 0.1%
52.017	1	< 0.1%

Value	Count	Frequency (%)
239.44	1	< 0.1%
220.252	1	< 0.1%
219.991	1	< 0.1%
219.961	1	< 0.1%
214.516	1	< 0.1%
214.047	1	< 0.1%
214.017	1	< 0.1%
213.99	1	< 0.1%
212.137	2	< 0.1%
212.058	1	< 0.1%

duration_ms
Real number (ℝ)

Distinct	19785
Distinct (%)	60.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	225799.81

Minimum	4000
Maximum	517810
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	256.6 KiB

Quantile statistics

Minimum	4000
5-th percentile	148394.8
Q1	187819
median	216000
Q3	253585
95-th percentile	337400
Maximum	517810
Range	513810
Interquartile range (IQR)	65766

Descriptive statistics

Standard deviation	59834.006
Coefficient of variation (CV)	0.26498696
Kurtosis	2.6991863
Mean	225799.81
Median Absolute Deviation (MAD)	31867
Skewness	1.1498633
Sum	7.4136852 × 10⁹
Variance	3.5801083 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
240000	37	0.1%
192000	37	0.1%
210000	30	0.1%
180000	26	0.1%
195000	25	0.1%
160000	24	0.1%
225000	23	0.1%
203000	19	0.1%
168000	18	0.1%
172500	18	0.1%
Other values (19775)	32576	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4000	1	< 0.1%
29493	1	< 0.1%
31429	1	< 0.1%
31875	1	< 0.1%
31893	1	< 0.1%
33750	2	< 0.1%
33900	1	< 0.1%
34560	1	< 0.1%
37500	1	< 0.1%
37640	1	< 0.1%

Value	Count	Frequency (%)
517810	1	< 0.1%
517125	2	< 0.1%
516893	1	< 0.1%
516760	1	< 0.1%
515960	1	< 0.1%
515867	2	< 0.1%
515703	1	< 0.1%
515680	1	< 0.1%
513440	1	< 0.1%
513000	1	< 0.1%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	track_id	track_name	track_artist	track_popularity	track_album_id	track_album_name	track_album_release_date	playlist_name	playlist_id	playlist_genre	playlist_subgenre	danceability	energy	key	loudness	mode	speechiness	acousticness	instrumentalness	liveness	valence	tempo	duration_ms
0	6f807x0ima9a1j3VPbc7VN	I Don't Care (with Justin Bieber) - Loud Luxury Remix	Ed Sheeran	66	2oCs0DGTsRO98Gh5ZSl2Cx	I Don't Care (with Justin Bieber) [Loud Luxury Remix]	2019-06-14	Pop Remix	37i9dQZF1DXcZDD7cfEKhW	pop	dance pop	0.748	0.916	6	-2.634	1	0.0583	0.1020	0.000000	0.0653	0.518	122.036	194754
1	0r7CVbZTWZgbTCYdfa2P31	Memories - Dillon Francis Remix	Maroon 5	67	63rPSO264uRjW1X5E6cWv6	Memories (Dillon Francis Remix)	2019-12-13	Pop Remix	37i9dQZF1DXcZDD7cfEKhW	pop	dance pop	0.726	0.815	11	-4.969	1	0.0373	0.0724	0.004210	0.3570	0.693	99.972	162600
2	1z1Hg7Vb0AhHDiEmnDE79l	All the Time - Don Diablo Remix	Zara Larsson	70	1HoSmj2eLcsrR0vE9gThr4	All the Time (Don Diablo Remix)	2019-07-05	Pop Remix	37i9dQZF1DXcZDD7cfEKhW	pop	dance pop	0.675	0.931	1	-3.432	0	0.0742	0.0794	0.000023	0.1100	0.613	124.008	176616
3	75FpbthrwQmzHlBJLuGdC7	Call You Mine - Keanu Silva Remix	The Chainsmokers	60	1nqYsOef1yKKuGOVchbsk6	Call You Mine - The Remixes	2019-07-19	Pop Remix	37i9dQZF1DXcZDD7cfEKhW	pop	dance pop	0.718	0.930	7	-3.778	1	0.1020	0.0287	0.000009	0.2040	0.277	121.956	169093
4	1e8PAfcKUYoKkxPhrHqw4x	Someone You Loved - Future Humans Remix	Lewis Capaldi	69	7m7vv9wlQ4i0LFuJiE2zsQ	Someone You Loved (Future Humans Remix)	2019-03-05	Pop Remix	37i9dQZF1DXcZDD7cfEKhW	pop	dance pop	0.650	0.833	1	-4.672	1	0.0359	0.0803	0.000000	0.0833	0.725	123.976	189052
5	7fvUMiyapMsRRxr07cU8Ef	Beautiful People (feat. Khalid) - Jack Wins Remix	Ed Sheeran	67	2yiy9cd2QktrNvWC2EUi0k	Beautiful People (feat. Khalid) [Jack Wins Remix]	2019-07-11	Pop Remix	37i9dQZF1DXcZDD7cfEKhW	pop	dance pop	0.675	0.919	8	-5.385	1	0.1270	0.0799	0.000000	0.1430	0.585	124.982	163049
6	2OAylPUDDfwRGfe0lYqlCQ	Never Really Over - R3HAB Remix	Katy Perry	62	7INHYSeusaFlyrHSNxm8qH	Never Really Over (R3HAB Remix)	2019-07-26	Pop Remix	37i9dQZF1DXcZDD7cfEKhW	pop	dance pop	0.449	0.856	5	-4.788	0	0.0623	0.1870	0.000000	0.1760	0.152	112.648	187675
7	6b1RNvAcJjQH73eZO4BLAB	Post Malone (feat. RANI) - GATTÃSO Remix	Sam Feldt	69	6703SRPsLkS4bPtMFFJes1	Post Malone (feat. RANI) [GATTÃSO Remix]	2019-08-29	Pop Remix	37i9dQZF1DXcZDD7cfEKhW	pop	dance pop	0.542	0.903	4	-2.419	0	0.0434	0.0335	0.000005	0.1110	0.367	127.936	207619
8	7bF6tCO3gFb8INrEDcjNT5	Tough Love - TiÃ«sto Remix / Radio Edit	Avicii	68	7CvAfGvq4RlIwEbT9o8Iav	Tough Love (TiÃ«sto Remix)	2019-06-14	Pop Remix	37i9dQZF1DXcZDD7cfEKhW	pop	dance pop	0.594	0.935	8	-3.562	1	0.0565	0.0249	0.000004	0.6370	0.366	127.015	193187
9	1IXGILkPm0tOCNeq00kCPa	If I Can't Have You - Gryffin Remix	Shawn Mendes	67	4QxzbfSsVryEQwvPFEV5Iu	If I Can't Have You (Gryffin Remix)	2019-06-20	Pop Remix	37i9dQZF1DXcZDD7cfEKhW	pop	dance pop	0.642	0.818	2	-4.552	1	0.0320	0.0567	0.000000	0.0919	0.590	124.957	253040

	track_id	track_name	track_artist	track_popularity	track_album_id	track_album_name	track_album_release_date	playlist_name	playlist_id	playlist_genre	playlist_subgenre	danceability	energy	key	loudness	mode	speechiness	acousticness	instrumentalness	liveness	valence	tempo	duration_ms
32823	0coMLoVcagZPGF5zxc5RF8	Everybody Is In The Place - Radio Edit	Hardwell	28	1PdMbB6qgSzS9zcT9xP6Kx	Everybody Is In The Place (Radio Edit)	2014-04-18	â¥ EDM LOVE 2020	6jI1gFr6ANFtT8MmTvA2Ux	edm	progressive electro house	0.609	0.989	2	-3.510	1	0.0867	0.000434	0.219000	0.0715	0.0358	130.046	171697
32824	3zKST4nk4QJE77oLjUZ0Ng	Hey Brother	Avicii	20	02h9kO2oLKnLtycgbElKsw	True	2013-01-01	â¥ EDM LOVE 2020	6jI1gFr6ANFtT8MmTvA2Ux	edm	progressive electro house	0.545	0.780	7	-4.867	0	0.0436	0.030900	0.000046	0.0828	0.4580	125.014	255093
32825	2EpS5TgdngSISM63rhBsnK	Booyah - Radio Edit	Showtek	47	0Dix8CfvtZEHUyJGnmPnaB	Booyah	2013-01-01	â¥ EDM LOVE 2020	6jI1gFr6ANFtT8MmTvA2Ux	edm	progressive electro house	0.559	0.916	11	-3.050	1	0.0626	0.045300	0.000013	0.2250	0.1950	128.012	215295
32826	1EavLSmwRWtmkKEmlCfFzT	Wasted	TiÃ«sto	47	584m4QL0kmpG69zSpMKvv8	Wasted	2014-04-22	â¥ EDM LOVE 2020	6jI1gFr6ANFtT8MmTvA2Ux	edm	progressive electro house	0.645	0.832	2	-5.595	1	0.0294	0.001060	0.002640	0.1990	0.3750	112.028	188371
32827	0aBDrRTgDCwWbcOnEIp7DJ	Many Ways - Radio Edit	Ferry Corsten feat. Jenny Wahlstrom	27	59XOfNjuYZB6feC6QUzS3e	Many Ways	2013	â¥ EDM LOVE 2020	6jI1gFr6ANFtT8MmTvA2Ux	edm	progressive electro house	0.581	0.640	5	-8.367	1	0.0365	0.026600	0.000000	0.5720	0.2880	128.001	196993
32828	7bxnKAamR3snQ1VGLuVfC1	City Of Lights - Official Radio Edit	Lush & Simon	42	2azRoBBWEEEYhqV6sb7JrT	City Of Lights (Vocal Mix)	2014-04-28	â¥ EDM LOVE 2020	6jI1gFr6ANFtT8MmTvA2Ux	edm	progressive electro house	0.428	0.922	2	-1.814	1	0.0936	0.076600	0.000000	0.0668	0.2100	128.170	204375
32829	5Aevni09Em4575077nkWHz	Closer - Sultan & Ned Shepard Remix	Tegan and Sara	20	6kD6KLxj7s8eCE3ABvAyf5	Closer Remixed	2013-03-08	â¥ EDM LOVE 2020	6jI1gFr6ANFtT8MmTvA2Ux	edm	progressive electro house	0.522	0.786	0	-4.462	1	0.0420	0.001710	0.004270	0.3750	0.4000	128.041	353120
32830	7ImMqPP3Q1yfUHvsdn7wEo	Sweet Surrender - Radio Edit	Starkillers	14	0ltWNSY9JgxoIZO4VzuCa6	Sweet Surrender (Radio Edit)	2014-04-21	â¥ EDM LOVE 2020	6jI1gFr6ANFtT8MmTvA2Ux	edm	progressive electro house	0.529	0.821	6	-4.899	0	0.0481	0.108000	0.000001	0.1500	0.4360	127.989	210112
32831	2m69mhnfQ1Oq6lGtXuYhgX	Only For You - Maor Levi Remix	Mat Zo	15	1fGrOkHnHJcStl14zNx8Jy	Only For You (Remixes)	2014-01-01	â¥ EDM LOVE 2020	6jI1gFr6ANFtT8MmTvA2Ux	edm	progressive electro house	0.626	0.888	2	-3.361	1	0.1090	0.007920	0.127000	0.3430	0.3080	128.008	367432
32832	29zWqhca3zt5NsckZqDf6c	Typhoon - Original Mix	Julian Calor	27	0X3mUOm6MhxR7PzxG95rAo	Typhoon/Storm	2014-03-03	â¥ EDM LOVE 2020	6jI1gFr6ANFtT8MmTvA2Ux	edm	progressive electro house	0.603	0.884	5	-4.571	0	0.0385	0.000133	0.341000	0.7420	0.0894	127.984	337500

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Control

Other Punctuation

Decimal Number

Math Symbol

Other Number

Currency Symbol

Modifier Symbol

Other Symbol

Space Separator

Open Punctuation

Close Punctuation

Other Letter

Dash Punctuation

Format

Final Punctuation

Initial Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Control

Other Punctuation

Decimal Number

Other Number

Currency Symbol

Other Symbol

Math Symbol

Modifier Symbol

Space Separator

Other Letter

Close Punctuation

Open Punctuation

Dash Punctuation

Initial Punctuation

Format

Final Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter